ISIC Dataset
The International Skin Imaging Collaboration (ISIC) dataset [1]} is a dataset for skin lesion classification widely used for proof of concept in medical image analysis. Our training set for all the clients of FedGAN contains 1800 Benign samples and 1497 Malignant samples. In our FedGAN, 824 randomly sampled images are assigned to each of the three clients and the last client gets 825 images. All images are resized to 256 \(\times \)  256 before being fed into the FedGAN. We present sample ISIC images in Fig. REF  (a).
